Overview
Brought to you by YData
Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 110536 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 8223 |
| Duplicate rows (%) | 7.4% |
| Total size in memory | 27.8 MiB |
| Average record size in memory | 264.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 24 |
| Dataset has 8223 (7.4%) duplicate rows | Duplicates |
Age is highly overall correlated with Is_Not_In_School and 2 other fields | High correlation |
Class_Of_Worker is highly overall correlated with Is_Not_Working | High correlation |
Education_Primary is highly overall correlated with Education_Secondary | High correlation |
Education_Secondary is highly overall correlated with Education_Primary | High correlation |
Employment_Status_NotInWorkForce is highly overall correlated with Is_Not_Working | High correlation |
Employment_Status_Unemployed is highly overall correlated with Has_Not_Looked_For_Work_Week | High correlation |
Has_Not_Looked_For_Work is highly overall correlated with Has_Not_Wanted_More_Hours | High correlation |
Has_Not_Looked_For_Work_Week is highly overall correlated with Employment_Status_Unemployed | High correlation |
Has_Not_Wanted_More_Hours is highly overall correlated with Has_Not_Looked_For_Work | High correlation |
Hours_Work_Total is highly overall correlated with Is_Not_Working and 1 other fields | High correlation |
Is_Not_In_School is highly overall correlated with Age | High correlation |
Is_Not_Working is highly overall correlated with Class_Of_Worker and 3 other fields | High correlation |
Marital_Status is highly overall correlated with Age and 1 other fields | High correlation |
NatureOfEmployment_Permanent is highly overall correlated with NatureOfEmployment_Short-Term | High correlation |
NatureOfEmployment_Short-Term is highly overall correlated with NatureOfEmployment_Permanent | High correlation |
Relationship is highly overall correlated with Age and 1 other fields | High correlation |
Work48H_Requirement is highly overall correlated with Work48H_Want | High correlation |
Work48H_Want is highly overall correlated with Work48H_Requirement | High correlation |
Working_Hours_Per_Week is highly overall correlated with Hours_Work_Total and 1 other fields | High correlation |
Is_Not_In_Techvoc is highly imbalanced (70.3%) | Imbalance |
Has_Not_Looked_For_Work is highly imbalanced (64.3%) | Imbalance |
Is_Not_First_Time is highly imbalanced (89.7%) | Imbalance |
No_Other_Job is highly imbalanced (69.8%) | Imbalance |
Has_Not_Looked_For_Work_Week is highly imbalanced (86.1%) | Imbalance |
Education_Business is highly imbalanced (73.9%) | Imbalance |
Education_Other is highly imbalanced (68.0%) | Imbalance |
Education_STEM is highly imbalanced (61.3%) | Imbalance |
Work48H_Other is highly imbalanced (99.7%) | Imbalance |
Work48H_Passion is highly imbalanced (98.4%) | Imbalance |
Work48H_Requirement is highly imbalanced (68.4%) | Imbalance |
Work48H_Want is highly imbalanced (67.4%) | Imbalance |
Employment_Status_Unemployed is highly imbalanced (77.4%) | Imbalance |
Marital_Status has 37943 (34.3%) zeros | Zeros |
Class_Of_Worker has 3296 (3.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-27 19:46:32.491803 |
|---|---|
| Analysis finished | 2025-03-27 19:46:46.525708 |
| Duration | 14.03 seconds |
| Software version | ydata-profiling vv4.15.1 |
| Download configuration | config.json |
Variables
Household_Size
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.403778 |
| Minimum | 1 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 23 |
| Range | 22 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.5907033 |
|---|---|
| Coefficient of variation (CV) | 0.47942446 |
| Kurtosis | 1.8015737 |
| Mean | 5.403778 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.0045479 |
| Sum | 597312 |
| Variance | 6.7117436 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 4 | 19686 | |
| 5 | 18508 | |
| 6 | 14981 | |
| 3 | 14685 | |
| 7 | 11246 | |
| 2 | 8378 | |
| 8 | 7717 | 7.0% |
| 9 | 4778 | 4.3% |
| 10 | 3130 | 2.8% |
| 1 | 2819 | 2.6% |
| Other values (10) | 4608 | 4.2% |
| Value | Count | Frequency (%) |
| 1 | 2819 | 2.6% |
| 2 | 8378 | |
| 3 | 14685 | |
| 4 | 19686 | |
| 5 | 18508 | |
| 6 | 14981 | |
| 7 | 11246 | |
| 8 | 7717 | 7.0% |
| 9 | 4778 | 4.3% |
| 10 | 3130 | 2.8% |
| Value | Count | Frequency (%) |
| 23 | 23 | < 0.1% |
| 19 | 19 | < 0.1% |
| 18 | 48 | < 0.1% |
| 17 | 111 | 0.1% |
| 16 | 91 | 0.1% |
| 15 | 331 | 0.3% |
| 14 | 371 | 0.3% |
| 13 | 836 | |
| 12 | 1070 | |
| 11 | 1708 |
Relationship
Real number (ℝ)
High correlation
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6701527 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 8 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0608067 |
|---|---|
| Coefficient of variation (CV) | 0.77179357 |
| Kurtosis | 3.1550992 |
| Mean | 2.6701527 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.8000234 |
| Sum | 295148 |
| Variance | 4.2469242 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 39605 | |
| 3 | 30487 | |
| 2 | 22538 | |
| 8 | 5070 | 4.6% |
| 6 | 3902 | 3.5% |
| 5 | 3421 | 3.1% |
| 4 | 2239 | 2.0% |
| 7 | 1560 | 1.4% |
| 11 | 948 | 0.9% |
| 10 | 731 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 39605 | |
| 2 | 22538 | |
| 3 | 30487 | |
| 4 | 2239 | 2.0% |
| 5 | 3421 | 3.1% |
| 6 | 3902 | 3.5% |
| 7 | 1560 | 1.4% |
| 8 | 5070 | 4.6% |
| 9 | 35 | < 0.1% |
| 10 | 731 | 0.7% |
| Value | Count | Frequency (%) |
| 11 | 948 | 0.9% |
| 10 | 731 | 0.7% |
| 9 | 35 | < 0.1% |
| 8 | 5070 | 4.6% |
| 7 | 1560 | 1.4% |
| 6 | 3902 | 3.5% |
| 5 | 3421 | 3.1% |
| 4 | 2239 | 2.0% |
| 3 | 30487 | |
| 2 | 22538 |
Age
Real number (ℝ)
High correlation
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.445828 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 148 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 24 |
| median | 35 |
| Q3 | 50 |
| 95-th percentile | 69 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 17.605283 |
|---|---|
| Coefficient of variation (CV) | 0.47015339 |
| Kurtosis | -0.32611659 |
| Mean | 37.445828 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.46615142 |
| Sum | 4139112 |
| Variance | 309.94599 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22 | 2812 | 2.5% |
| 23 | 2805 | 2.5% |
| 25 | 2711 | 2.5% |
| 24 | 2673 | 2.4% |
| 21 | 2646 | 2.4% |
| 20 | 2604 | 2.4% |
| 28 | 2559 | 2.3% |
| 26 | 2543 | 2.3% |
| 30 | 2447 | 2.2% |
| 35 | 2405 | 2.2% |
| Other values (90) | 84331 |
| Value | Count | Frequency (%) |
| 0 | 148 | 0.1% |
| 1 | 144 | 0.1% |
| 2 | 160 | 0.1% |
| 3 | 160 | 0.1% |
| 4 | 166 | 0.2% |
| 5 | 388 | |
| 6 | 444 | |
| 7 | 506 | |
| 8 | 549 | |
| 9 | 589 |
| Value | Count | Frequency (%) |
| 99 | 8 | < 0.1% |
| 98 | 14 | < 0.1% |
| 97 | 9 | < 0.1% |
| 96 | 11 | < 0.1% |
| 95 | 19 | < 0.1% |
| 94 | 13 | < 0.1% |
| 93 | 20 | |
| 92 | 34 | |
| 91 | 26 | |
| 90 | 49 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 61585 | |
| 0.0 | 48951 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 61585 | |
| 0.0 | 48951 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 159487 | |
| . | 110536 | |
| 1 | 61585 | 18.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 159487 | |
| . | 110536 | |
| 1 | 61585 | 18.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 159487 | |
| . | 110536 | |
| 1 | 61585 | 18.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 159487 | |
| . | 110536 | |
| 1 | 61585 | 18.6% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 59455 | |
| 1.0 | 51081 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 59455 | |
| 1.0 | 51081 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 169991 | |
| . | 110536 | |
| 1 | 51081 | 15.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 169991 | |
| . | 110536 | |
| 1 | 51081 | 15.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 169991 | |
| . | 110536 | |
| 1 | 51081 | 15.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 169991 | |
| . | 110536 | |
| 1 | 51081 | 15.4% |
Is_Not_In_School
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 92396 | |
| 1.0 | 18140 | 16.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 92396 | |
| 1.0 | 18140 | 16.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 202932 | |
| . | 110536 | |
| 1 | 18140 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 202932 | |
| . | 110536 | |
| 1 | 18140 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 202932 | |
| . | 110536 | |
| 1 | 18140 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 202932 | |
| . | 110536 | |
| 1 | 18140 | 5.5% |
Is_Not_In_Techvoc
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 1.0 | |
|---|---|
| 0.0 | 5809 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 104727 | |
| 0.0 | 5809 | 5.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 104727 | |
| 0.0 | 5809 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 116345 | |
| . | 110536 | |
| 1 | 104727 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 116345 | |
| . | 110536 | |
| 1 | 104727 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 116345 | |
| . | 110536 | |
| 1 | 104727 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 116345 | |
| . | 110536 | |
| 1 | 104727 |
Is_Not_Working
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 70549 | |
| 1.0 | 39987 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 70549 | |
| 1.0 | 39987 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 181085 | |
| . | 110536 | |
| 1 | 39987 | 12.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 181085 | |
| . | 110536 | |
| 1 | 39987 | 12.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 181085 | |
| . | 110536 | |
| 1 | 39987 | 12.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 181085 | |
| . | 110536 | |
| 1 | 39987 | 12.1% |
Has_Not_Wanted_More_Hours
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 96612 | |
| 0.0 | 13924 | 12.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 96612 | |
| 0.0 | 13924 | 12.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 124460 | |
| . | 110536 | |
| 1 | 96612 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 124460 | |
| . | 110536 | |
| 1 | 96612 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 124460 | |
| . | 110536 | |
| 1 | 96612 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 124460 | |
| . | 110536 | |
| 1 | 96612 |
Has_Not_Looked_For_Work
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 1.0 | |
|---|---|
| 0.0 | 7469 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 103067 | |
| 0.0 | 7469 | 6.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 103067 | |
| 0.0 | 7469 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 118005 | |
| . | 110536 | |
| 1 | 103067 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 118005 | |
| . | 110536 | |
| 1 | 103067 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 118005 | |
| . | 110536 | |
| 1 | 103067 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 118005 | |
| . | 110536 | |
| 1 | 103067 |
Is_Not_First_Time
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 1.0 | |
|---|---|
| 0.0 | 1492 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 109044 | |
| 0.0 | 1492 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 109044 | |
| 0.0 | 1492 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 112028 | |
| . | 110536 | |
| 1 | 109044 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 112028 | |
| . | 110536 | |
| 1 | 109044 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 112028 | |
| . | 110536 | |
| 1 | 109044 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 112028 | |
| . | 110536 | |
| 1 | 109044 |
No_Other_Job
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 1.0 | |
|---|---|
| 0.0 | 5934 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 104602 | |
| 0.0 | 5934 | 5.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 104602 | |
| 0.0 | 5934 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 116470 | |
| . | 110536 | |
| 1 | 104602 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 116470 | |
| . | 110536 | |
| 1 | 104602 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 116470 | |
| . | 110536 | |
| 1 | 104602 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 116470 | |
| . | 110536 | |
| 1 | 104602 |
Has_Not_Looked_For_Work_Week
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 1.0 | |
|---|---|
| 0.0 | 2158 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 108378 | |
| 0.0 | 2158 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 108378 | |
| 0.0 | 2158 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 112694 | |
| . | 110536 | |
| 1 | 108378 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 112694 | |
| . | 110536 | |
| 1 | 108378 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 112694 | |
| . | 110536 | |
| 1 | 108378 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 112694 | |
| . | 110536 | |
| 1 | 108378 |
Education_Business
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 4876 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 105660 | |
| 1.0 | 4876 | 4.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 105660 | |
| 1.0 | 4876 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 216196 | |
| . | 110536 | |
| 1 | 4876 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 216196 | |
| . | 110536 | |
| 1 | 4876 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 216196 | |
| . | 110536 | |
| 1 | 4876 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 216196 | |
| . | 110536 | |
| 1 | 4876 | 1.5% |
Education_Other
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 6424 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 104112 | |
| 1.0 | 6424 | 5.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 104112 | |
| 1.0 | 6424 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 214648 | |
| . | 110536 | |
| 1 | 6424 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 214648 | |
| . | 110536 | |
| 1 | 6424 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 214648 | |
| . | 110536 | |
| 1 | 6424 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 214648 | |
| . | 110536 | |
| 1 | 6424 | 1.9% |
Education_Post-Secondary
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 97146 | |
| 1.0 | 13390 | 12.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 97146 | |
| 1.0 | 13390 | 12.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 207682 | |
| . | 110536 | |
| 1 | 13390 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 207682 | |
| . | 110536 | |
| 1 | 13390 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 207682 | |
| . | 110536 | |
| 1 | 13390 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 207682 | |
| . | 110536 | |
| 1 | 13390 | 4.0% |
Education_Primary
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 75601 | |
| 1.0 | 34935 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 75601 | |
| 1.0 | 34935 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 186137 | |
| . | 110536 | |
| 1 | 34935 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 186137 | |
| . | 110536 | |
| 1 | 34935 | 10.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 186137 | |
| . | 110536 | |
| 1 | 34935 | 10.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 186137 | |
| . | 110536 | |
| 1 | 34935 | 10.5% |
Education_STEM
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 8360 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 102176 | |
| 1.0 | 8360 | 7.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 102176 | |
| 1.0 | 8360 | 7.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 212712 | |
| . | 110536 | |
| 1 | 8360 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 212712 | |
| . | 110536 | |
| 1 | 8360 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 212712 | |
| . | 110536 | |
| 1 | 8360 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 212712 | |
| . | 110536 | |
| 1 | 8360 | 2.5% |
Education_Secondary
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 68996 | |
| 1.0 | 41540 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 68996 | |
| 1.0 | 41540 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 179532 | |
| . | 110536 | |
| 1 | 41540 | 12.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 179532 | |
| . | 110536 | |
| 1 | 41540 | 12.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 179532 | |
| . | 110536 | |
| 1 | 41540 | 12.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 179532 | |
| . | 110536 | |
| 1 | 41540 | 12.5% |
Work48H_Other
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 27 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 110509 | |
| 1.0 | 27 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 110509 | |
| 1.0 | 27 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 221045 | |
| . | 110536 | |
| 1 | 27 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 221045 | |
| . | 110536 | |
| 1 | 27 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 221045 | |
| . | 110536 | |
| 1 | 27 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 221045 | |
| . | 110536 | |
| 1 | 27 | < 0.1% |
Work48H_Passion
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 163 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 110373 | |
| 1.0 | 163 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 110373 | |
| 1.0 | 163 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 220909 | |
| . | 110536 | |
| 1 | 163 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 220909 | |
| . | 110536 | |
| 1 | 163 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 220909 | |
| . | 110536 | |
| 1 | 163 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 220909 | |
| . | 110536 | |
| 1 | 163 | < 0.1% |
Work48H_Requirement
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 6309 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 104227 | |
| 1.0 | 6309 | 5.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 104227 | |
| 1.0 | 6309 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 214763 | |
| . | 110536 | |
| 1 | 6309 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 214763 | |
| . | 110536 | |
| 1 | 6309 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 214763 | |
| . | 110536 | |
| 1 | 6309 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 214763 | |
| . | 110536 | |
| 1 | 6309 | 1.9% |
Work48H_Want
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 1.0 | |
|---|---|
| 0.0 | 6602 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 103934 | |
| 0.0 | 6602 | 6.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 103934 | |
| 0.0 | 6602 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 117138 | |
| . | 110536 | |
| 1 | 103934 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 117138 | |
| . | 110536 | |
| 1 | 103934 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 117138 | |
| . | 110536 | |
| 1 | 103934 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 117138 | |
| . | 110536 | |
| 1 | 103934 |
Employment_Status_NotInWorkForce
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 85375 | |
| 1.0 | 25161 | 22.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 85375 | |
| 1.0 | 25161 | 22.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 195911 | |
| . | 110536 | |
| 1 | 25161 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 195911 | |
| . | 110536 | |
| 1 | 25161 | 7.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 195911 | |
| . | 110536 | |
| 1 | 25161 | 7.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 195911 | |
| . | 110536 | |
| 1 | 25161 | 7.6% |
Employment_Status_Unemployed
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 4031 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 106505 | |
| 1.0 | 4031 | 3.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 106505 | |
| 1.0 | 4031 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 217041 | |
| . | 110536 | |
| 1 | 4031 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 217041 | |
| . | 110536 | |
| 1 | 4031 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 217041 | |
| . | 110536 | |
| 1 | 4031 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 217041 | |
| . | 110536 | |
| 1 | 4031 | 1.2% |
NatureOfEmployment_Permanent
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 93166 | |
| 0.0 | 17370 | 15.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 93166 | |
| 0.0 | 17370 | 15.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 127906 | |
| . | 110536 | |
| 1 | 93166 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 127906 | |
| . | 110536 | |
| 1 | 93166 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 127906 | |
| . | 110536 | |
| 1 | 93166 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 127906 | |
| . | 110536 | |
| 1 | 93166 |
NatureOfEmployment_Short-Term
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 95699 | |
| 1.0 | 14837 | 13.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 95699 | |
| 1.0 | 14837 | 13.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 206235 | |
| . | 110536 | |
| 1 | 14837 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 206235 | |
| . | 110536 | |
| 1 | 14837 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 206235 | |
| . | 110536 | |
| 1 | 14837 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 331608 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 206235 | |
| . | 110536 | |
| 1 | 14837 | 4.5% |
Hours_Work_Total
Real number (ℝ)
High correlation
| Distinct | 110 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.03578 |
| Minimum | 0 |
|---|---|
| Maximum | 112 |
| Zeros | 1058 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 40 |
| median | 48 |
| Q3 | 48 |
| 95-th percentile | 70 |
| Maximum | 112 |
| Range | 112 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 15.716474 |
|---|---|
| Coefficient of variation (CV) | 0.35690237 |
| Kurtosis | 2.0454568 |
| Mean | 44.03578 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.21224312 |
| Sum | 4867539 |
| Variance | 247.00757 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 48 | 57662 | |
| 40 | 8447 | 7.6% |
| 56 | 3394 | 3.1% |
| 24 | 2706 | 2.4% |
| 60 | 2688 | 2.4% |
| 42 | 2232 | 2.0% |
| 70 | 2129 | 1.9% |
| 36 | 2029 | 1.8% |
| 30 | 1872 | 1.7% |
| 72 | 1569 | 1.4% |
| Other values (100) | 25808 |
| Value | Count | Frequency (%) |
| 0 | 1058 | |
| 1 | 68 | 0.1% |
| 2 | 162 | 0.1% |
| 3 | 170 | 0.2% |
| 4 | 366 | 0.3% |
| 5 | 128 | 0.1% |
| 6 | 562 | |
| 7 | 443 | |
| 8 | 1016 | |
| 9 | 351 | 0.3% |
| Value | Count | Frequency (%) |
| 112 | 159 | |
| 110 | 2 | < 0.1% |
| 109 | 1 | < 0.1% |
| 108 | 3 | < 0.1% |
| 106 | 3 | < 0.1% |
| 105 | 168 | |
| 104 | 1 | < 0.1% |
| 103 | 1 | < 0.1% |
| 102 | 7 | < 0.1% |
| 101 | 1 | < 0.1% |
Marital_Status
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.76660997 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 37943 |
| Zeros (%) | 34.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.672129 |
|---|---|
| Coefficient of variation (CV) | 0.87675484 |
| Kurtosis | 1.9441069 |
| Mean | 0.76660997 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.88022459 |
| Sum | 84738 |
| Variance | 0.4517574 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 63205 | |
| 0 | 37943 | |
| 2 | 6757 | 6.1% |
| 3 | 2556 | 2.3% |
| 5 | 51 | < 0.1% |
| 4 | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 37943 | |
| 1 | 63205 | |
| 2 | 6757 | 6.1% |
| 3 | 2556 | 2.3% |
| 4 | 24 | < 0.1% |
| 5 | 51 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 51 | < 0.1% |
| 4 | 24 | < 0.1% |
| 3 | 2556 | 2.3% |
| 2 | 6757 | 6.1% |
| 1 | 63205 | |
| 0 | 37943 |
Working_Hours_Per_Week
Real number (ℝ)
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.6651589 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 901 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0153993 |
|---|---|
| Coefficient of variation (CV) | 0.30237828 |
| Kurtosis | 2.9987284 |
| Mean | 6.6651589 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.42801756 |
| Sum | 736740 |
| Variance | 4.0618343 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 7 | 74879 | |
| 5 | 5914 | 5.4% |
| 9 | 5465 | 4.9% |
| 3 | 4668 | 4.2% |
| 4 | 3896 | 3.5% |
| 11 | 3627 | 3.3% |
| 8 | 2410 | 2.2% |
| 2 | 2346 | 2.1% |
| 6 | 2279 | 2.1% |
| 1 | 2160 | 2.0% |
| Other values (6) | 2892 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 901 | 0.8% |
| 1 | 2160 | 2.0% |
| 2 | 2346 | 2.1% |
| 3 | 4668 | 4.2% |
| 4 | 3896 | 3.5% |
| 5 | 5914 | 5.4% |
| 6 | 2279 | 2.1% |
| 7 | 74879 | |
| 8 | 2410 | 2.2% |
| 9 | 5465 | 4.9% |
| Value | Count | Frequency (%) |
| 15 | 295 | 0.3% |
| 14 | 277 | 0.3% |
| 13 | 404 | 0.4% |
| 12 | 418 | 0.4% |
| 11 | 3627 | 3.3% |
| 10 | 597 | 0.5% |
| 9 | 5465 | 4.9% |
| 8 | 2410 | 2.2% |
| 7 | 74879 | |
| 6 | 2279 | 2.1% |
Class_Of_Worker
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7552381 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 3296 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.3806427 |
|---|---|
| Coefficient of variation (CV) | 0.78658427 |
| Kurtosis | 2.5499841 |
| Mean | 1.7552381 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7394026 |
| Sum | 194017 |
| Variance | 1.9061742 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 71592 | |
| 3 | 20673 | 18.7% |
| 6 | 6289 | 5.7% |
| 2 | 6144 | 5.6% |
| 0 | 3296 | 3.0% |
| 4 | 2326 | 2.1% |
| 5 | 216 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 3296 | 3.0% |
| 1 | 71592 | |
| 2 | 6144 | 5.6% |
| 3 | 20673 | 18.7% |
| 4 | 2326 | 2.1% |
| 5 | 216 | 0.2% |
| 6 | 6289 | 5.7% |
| Value | Count | Frequency (%) |
| 6 | 6289 | 5.7% |
| 5 | 216 | 0.2% |
| 4 | 2326 | 2.1% |
| 3 | 20673 | 18.7% |
| 2 | 6144 | 5.6% |
| 1 | 71592 | |
| 0 | 3296 | 3.0% |
Payment_Basis
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9756278 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 257 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.84721113 |
|---|---|
| Coefficient of variation (CV) | 0.21310122 |
| Kurtosis | 7.5648058 |
| Mean | 3.9756278 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4337035 |
| Sum | 439450 |
| Variance | 0.71776669 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 4 | 86398 | |
| 3 | 16263 | 14.7% |
| 7 | 5307 | 4.8% |
| 1 | 837 | 0.8% |
| 5 | 721 | 0.7% |
| 6 | 493 | 0.4% |
| 2 | 260 | 0.2% |
| 0 | 257 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 257 | 0.2% |
| 1 | 837 | 0.8% |
| 2 | 260 | 0.2% |
| 3 | 16263 | 14.7% |
| 4 | 86398 | |
| 5 | 721 | 0.7% |
| 6 | 493 | 0.4% |
| 7 | 5307 | 4.8% |
| Value | Count | Frequency (%) |
| 7 | 5307 | 4.8% |
| 6 | 493 | 0.4% |
| 5 | 721 | 0.7% |
| 4 | 86398 | |
| 3 | 16263 | 14.7% |
| 2 | 260 | 0.2% |
| 1 | 837 | 0.8% |
| 0 | 257 | 0.2% |
Interactions
Correlations
| Age | Class_Of_Worker | Education_Business | Education_Other | Education_Post-Secondary | Education_Primary | Education_STEM | Education_Secondary | Employment_Status_NotInWorkForce | Employment_Status_Unemployed | Has_Not_Looked_For_Work | Has_Not_Looked_For_Work_Week | Has_Not_Wanted_More_Hours | Hours_Work_Total | Household_Size | Is_Female | Is_Not_First_Time | Is_Not_In_School | Is_Not_In_Techvoc | Is_Not_Working | Is_Rural | Marital_Status | NatureOfEmployment_Permanent | NatureOfEmployment_Short-Term | No_Other_Job | Payment_Basis | Relationship | Work48H_Other | Work48H_Passion | Work48H_Requirement | Work48H_Want | Working_Hours_Per_Week | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.209 | 0.091 | 0.115 | 0.110 | 0.313 | 0.149 | 0.137 | 0.321 | 0.136 | 0.101 | 0.125 | 0.142 | -0.087 | -0.228 | 0.069 | 0.156 | 0.573 | 0.091 | 0.376 | 0.061 | 0.659 | 0.155 | 0.154 | 0.126 | 0.063 | -0.533 | 0.000 | 0.022 | 0.088 | 0.087 | -0.086 |
| Class_Of_Worker | 0.209 | 1.000 | 0.091 | 0.240 | 0.060 | 0.167 | 0.123 | 0.111 | 0.400 | 0.143 | 0.130 | 0.104 | 0.184 | -0.283 | -0.054 | 0.173 | 0.061 | 0.174 | 0.035 | 0.527 | 0.191 | 0.158 | 0.129 | 0.135 | 0.197 | 0.180 | -0.223 | 0.031 | 0.039 | 0.292 | 0.285 | -0.313 |
| Education_Business | 0.091 | 0.091 | 1.000 | 0.053 | 0.080 | 0.146 | 0.061 | 0.167 | 0.002 | 0.012 | 0.033 | 0.015 | 0.038 | 0.086 | 0.036 | 0.095 | 0.003 | 0.019 | 0.000 | 0.011 | 0.096 | 0.024 | 0.044 | 0.034 | 0.028 | 0.060 | 0.037 | 0.000 | 0.000 | 0.011 | 0.011 | 0.063 |
| Education_Other | 0.115 | 0.240 | 0.053 | 1.000 | 0.092 | 0.169 | 0.071 | 0.193 | 0.002 | 0.041 | 0.029 | 0.048 | 0.034 | 0.083 | 0.028 | 0.066 | 0.013 | 0.014 | 0.013 | 0.024 | 0.019 | 0.024 | 0.048 | 0.037 | 0.023 | 0.072 | 0.050 | 0.000 | 0.001 | 0.014 | 0.014 | 0.077 |
| Education_Post-Secondary | 0.110 | 0.060 | 0.080 | 0.092 | 1.000 | 0.252 | 0.106 | 0.288 | 0.092 | 0.017 | 0.026 | 0.015 | 0.028 | 0.055 | 0.016 | 0.024 | 0.004 | 0.025 | 0.037 | 0.054 | 0.074 | 0.052 | 0.015 | 0.000 | 0.027 | 0.043 | 0.060 | 0.000 | 0.003 | 0.002 | 0.002 | 0.056 |
| Education_Primary | 0.313 | 0.167 | 0.146 | 0.169 | 0.252 | 1.000 | 0.194 | 0.527 | 0.011 | 0.064 | 0.047 | 0.064 | 0.039 | 0.113 | 0.052 | 0.055 | 0.047 | 0.036 | 0.141 | 0.038 | 0.187 | 0.127 | 0.005 | 0.020 | 0.066 | 0.041 | 0.152 | 0.000 | 0.003 | 0.045 | 0.044 | 0.137 |
| Education_STEM | 0.149 | 0.123 | 0.061 | 0.071 | 0.106 | 0.194 | 1.000 | 0.222 | 0.029 | 0.030 | 0.030 | 0.032 | 0.031 | 0.090 | 0.042 | 0.004 | 0.019 | 0.003 | 0.055 | 0.005 | 0.085 | 0.056 | 0.044 | 0.033 | 0.025 | 0.054 | 0.081 | 0.000 | 0.002 | 0.010 | 0.009 | 0.083 |
| Education_Secondary | 0.137 | 0.111 | 0.167 | 0.193 | 0.288 | 0.527 | 0.222 | 1.000 | 0.034 | 0.008 | 0.019 | 0.000 | 0.034 | 0.098 | 0.027 | 0.037 | 0.021 | 0.051 | 0.074 | 0.074 | 0.026 | 0.054 | 0.075 | 0.074 | 0.008 | 0.114 | 0.064 | 0.000 | 0.005 | 0.065 | 0.063 | 0.092 |
| Employment_Status_NotInWorkForce | 0.321 | 0.400 | 0.002 | 0.002 | 0.092 | 0.011 | 0.029 | 0.034 | 1.000 | 0.106 | 0.146 | 0.036 | 0.206 | 0.457 | 0.049 | 0.248 | 0.063 | 0.005 | 0.011 | 0.721 | 0.025 | 0.170 | 0.234 | 0.214 | 0.129 | 0.287 | 0.176 | 0.007 | 0.020 | 0.133 | 0.137 | 0.375 |
| Employment_Status_Unemployed | 0.136 | 0.143 | 0.012 | 0.041 | 0.017 | 0.064 | 0.030 | 0.008 | 0.106 | 1.000 | 0.052 | 0.634 | 0.074 | 0.164 | 0.023 | 0.033 | 0.022 | 0.131 | 0.029 | 0.258 | 0.030 | 0.121 | 0.084 | 0.076 | 0.046 | 0.103 | 0.140 | 0.000 | 0.006 | 0.048 | 0.049 | 0.134 |
| Has_Not_Looked_For_Work | 0.101 | 0.130 | 0.033 | 0.029 | 0.026 | 0.047 | 0.030 | 0.019 | 0.146 | 0.052 | 1.000 | 0.038 | 0.579 | 0.214 | 0.036 | 0.102 | 0.021 | 0.013 | 0.013 | 0.195 | 0.104 | 0.073 | 0.148 | 0.105 | 0.339 | 0.151 | 0.092 | 0.000 | 0.000 | 0.029 | 0.028 | 0.177 |
| Has_Not_Looked_For_Work_Week | 0.125 | 0.104 | 0.015 | 0.048 | 0.015 | 0.064 | 0.032 | 0.000 | 0.036 | 0.634 | 0.038 | 1.000 | 0.053 | 0.118 | 0.020 | 0.010 | 0.016 | 0.114 | 0.032 | 0.187 | 0.038 | 0.100 | 0.061 | 0.055 | 0.033 | 0.074 | 0.114 | 0.000 | 0.003 | 0.034 | 0.035 | 0.097 |
| Has_Not_Wanted_More_Hours | 0.142 | 0.184 | 0.038 | 0.034 | 0.028 | 0.039 | 0.031 | 0.034 | 0.206 | 0.074 | 0.579 | 0.053 | 1.000 | 0.286 | 0.046 | 0.117 | 0.018 | 0.027 | 0.019 | 0.275 | 0.104 | 0.106 | 0.174 | 0.135 | 0.292 | 0.184 | 0.127 | 0.004 | 0.000 | 0.034 | 0.032 | 0.223 |
| Hours_Work_Total | -0.087 | -0.283 | 0.086 | 0.083 | 0.055 | 0.113 | 0.090 | 0.098 | 0.457 | 0.164 | 0.214 | 0.118 | 0.286 | 1.000 | 0.029 | 0.109 | 0.043 | 0.075 | 0.021 | 0.600 | 0.175 | -0.046 | 0.236 | 0.204 | 0.138 | 0.010 | 0.089 | 0.035 | 0.059 | 0.469 | 0.475 | 0.719 |
| Household_Size | -0.228 | -0.054 | 0.036 | 0.028 | 0.016 | 0.052 | 0.042 | 0.027 | 0.049 | 0.023 | 0.036 | 0.020 | 0.046 | 0.029 | 1.000 | 0.011 | 0.017 | 0.106 | 0.033 | 0.130 | 0.039 | -0.171 | 0.030 | 0.028 | 0.038 | 0.011 | 0.325 | 0.000 | 0.004 | 0.018 | 0.020 | 0.016 |
| Is_Female | 0.069 | 0.173 | 0.095 | 0.066 | 0.024 | 0.055 | 0.004 | 0.037 | 0.248 | 0.033 | 0.102 | 0.010 | 0.117 | 0.109 | 0.011 | 1.000 | 0.000 | 0.022 | 0.032 | 0.212 | 0.030 | 0.162 | 0.098 | 0.070 | 0.093 | 0.216 | 0.103 | 0.004 | 0.009 | 0.011 | 0.014 | 0.090 |
| Is_Not_First_Time | 0.156 | 0.061 | 0.003 | 0.013 | 0.004 | 0.047 | 0.019 | 0.021 | 0.063 | 0.022 | 0.021 | 0.016 | 0.018 | 0.043 | 0.017 | 0.000 | 1.000 | 0.143 | 0.000 | 0.086 | 0.023 | 0.123 | 0.123 | 0.129 | 0.017 | 0.055 | 0.119 | 0.000 | 0.000 | 0.044 | 0.044 | 0.028 |
| Is_Not_In_School | 0.573 | 0.174 | 0.019 | 0.014 | 0.025 | 0.036 | 0.003 | 0.051 | 0.005 | 0.131 | 0.013 | 0.114 | 0.027 | 0.075 | 0.106 | 0.022 | 0.143 | 1.000 | 0.000 | 0.040 | 0.000 | 0.376 | 0.116 | 0.118 | 0.061 | 0.077 | 0.407 | 0.000 | 0.010 | 0.036 | 0.033 | 0.076 |
| Is_Not_In_Techvoc | 0.091 | 0.035 | 0.000 | 0.013 | 0.037 | 0.141 | 0.055 | 0.074 | 0.011 | 0.029 | 0.013 | 0.032 | 0.019 | 0.021 | 0.033 | 0.032 | 0.000 | 0.000 | 1.000 | 0.011 | 0.037 | 0.033 | 0.000 | 0.008 | 0.005 | 0.026 | 0.042 | 0.000 | 0.006 | 0.004 | 0.002 | 0.027 |
| Is_Not_Working | 0.376 | 0.527 | 0.011 | 0.024 | 0.054 | 0.038 | 0.005 | 0.074 | 0.721 | 0.258 | 0.195 | 0.187 | 0.275 | 0.600 | 0.130 | 0.212 | 0.086 | 0.040 | 0.011 | 1.000 | 0.040 | 0.227 | 0.317 | 0.289 | 0.178 | 0.385 | 0.305 | 0.011 | 0.029 | 0.185 | 0.190 | 0.500 |
| Is_Rural | 0.061 | 0.191 | 0.096 | 0.019 | 0.074 | 0.187 | 0.085 | 0.026 | 0.025 | 0.030 | 0.104 | 0.038 | 0.104 | 0.175 | 0.039 | 0.030 | 0.023 | 0.000 | 0.037 | 0.040 | 1.000 | 0.049 | 0.073 | 0.050 | 0.125 | 0.035 | 0.090 | 0.000 | 0.008 | 0.066 | 0.063 | 0.194 |
| Marital_Status | 0.659 | 0.158 | 0.024 | 0.024 | 0.052 | 0.127 | 0.056 | 0.054 | 0.170 | 0.121 | 0.073 | 0.100 | 0.106 | -0.046 | -0.171 | 0.162 | 0.123 | 0.376 | 0.033 | 0.227 | 0.049 | 1.000 | 0.068 | 0.076 | 0.111 | 0.032 | -0.544 | 0.000 | 0.009 | 0.029 | 0.028 | -0.045 |
| NatureOfEmployment_Permanent | 0.155 | 0.129 | 0.044 | 0.048 | 0.015 | 0.005 | 0.044 | 0.075 | 0.234 | 0.084 | 0.148 | 0.061 | 0.174 | 0.236 | 0.030 | 0.098 | 0.123 | 0.116 | 0.000 | 0.317 | 0.073 | 0.068 | 1.000 | 0.912 | 0.041 | 0.399 | 0.098 | 0.000 | 0.012 | 0.040 | 0.038 | 0.123 |
| NatureOfEmployment_Short-Term | 0.154 | 0.135 | 0.034 | 0.037 | 0.000 | 0.020 | 0.033 | 0.074 | 0.214 | 0.076 | 0.105 | 0.055 | 0.135 | 0.204 | 0.028 | 0.070 | 0.129 | 0.118 | 0.008 | 0.289 | 0.050 | 0.076 | 0.912 | 1.000 | 0.025 | 0.290 | 0.101 | 0.001 | 0.010 | 0.051 | 0.049 | 0.130 |
| No_Other_Job | 0.126 | 0.197 | 0.028 | 0.023 | 0.027 | 0.066 | 0.025 | 0.008 | 0.129 | 0.046 | 0.339 | 0.033 | 0.292 | 0.138 | 0.038 | 0.093 | 0.017 | 0.061 | 0.005 | 0.178 | 0.125 | 0.111 | 0.041 | 0.025 | 1.000 | 0.082 | 0.136 | 0.010 | 0.015 | 0.031 | 0.026 | 0.194 |
| Payment_Basis | 0.063 | 0.180 | 0.060 | 0.072 | 0.043 | 0.041 | 0.054 | 0.114 | 0.287 | 0.103 | 0.151 | 0.074 | 0.184 | 0.010 | 0.011 | 0.216 | 0.055 | 0.077 | 0.026 | 0.385 | 0.035 | 0.032 | 0.399 | 0.290 | 0.082 | 1.000 | 0.012 | 0.000 | 0.012 | 0.087 | 0.085 | -0.044 |
| Relationship | -0.533 | -0.223 | 0.037 | 0.050 | 0.060 | 0.152 | 0.081 | 0.064 | 0.176 | 0.140 | 0.092 | 0.114 | 0.127 | 0.089 | 0.325 | 0.103 | 0.119 | 0.407 | 0.042 | 0.305 | 0.090 | -0.544 | 0.098 | 0.101 | 0.136 | 0.012 | 1.000 | 0.003 | 0.014 | 0.251 | 0.246 | 0.078 |
| Work48H_Other | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.004 | 0.035 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.001 | 0.010 | 0.000 | 0.003 | 1.000 | 0.000 | 0.000 | 0.061 | 0.031 |
| Work48H_Passion | 0.022 | 0.039 | 0.000 | 0.001 | 0.003 | 0.003 | 0.002 | 0.005 | 0.020 | 0.006 | 0.000 | 0.003 | 0.000 | 0.059 | 0.004 | 0.009 | 0.000 | 0.010 | 0.006 | 0.029 | 0.008 | 0.009 | 0.012 | 0.010 | 0.015 | 0.012 | 0.014 | 0.000 | 1.000 | 0.008 | 0.152 | 0.067 |
| Work48H_Requirement | 0.088 | 0.292 | 0.011 | 0.014 | 0.002 | 0.045 | 0.010 | 0.065 | 0.133 | 0.048 | 0.029 | 0.034 | 0.034 | 0.469 | 0.018 | 0.011 | 0.044 | 0.036 | 0.004 | 0.185 | 0.066 | 0.029 | 0.040 | 0.051 | 0.031 | 0.087 | 0.251 | 0.000 | 0.008 | 1.000 | 0.976 | 0.473 |
| Work48H_Want | 0.087 | 0.285 | 0.011 | 0.014 | 0.002 | 0.044 | 0.009 | 0.063 | 0.137 | 0.049 | 0.028 | 0.035 | 0.032 | 0.475 | 0.020 | 0.014 | 0.044 | 0.033 | 0.002 | 0.190 | 0.063 | 0.028 | 0.038 | 0.049 | 0.026 | 0.085 | 0.246 | 0.061 | 0.152 | 0.976 | 1.000 | 0.478 |
| Working_Hours_Per_Week | -0.086 | -0.313 | 0.063 | 0.077 | 0.056 | 0.137 | 0.083 | 0.092 | 0.375 | 0.134 | 0.177 | 0.097 | 0.223 | 0.719 | 0.016 | 0.090 | 0.028 | 0.076 | 0.027 | 0.500 | 0.194 | -0.045 | 0.123 | 0.130 | 0.194 | -0.044 | 0.078 | 0.031 | 0.067 | 0.473 | 0.478 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Household_Size | Relationship | Age | Is_Rural | Is_Female | Is_Not_In_School | Is_Not_In_Techvoc | Is_Not_Working | Has_Not_Wanted_More_Hours | Has_Not_Looked_For_Work | Is_Not_First_Time | No_Other_Job | Has_Not_Looked_For_Work_Week | Education_Business | Education_Other | Education_Post-Secondary | Education_Primary | Education_STEM | Education_Secondary | Work48H_Other | Work48H_Passion | Work48H_Requirement | Work48H_Want | Employment_Status_NotInWorkForce | Employment_Status_Unemployed | NatureOfEmployment_Permanent | NatureOfEmployment_Short-Term | Hours_Work_Total | Marital_Status | Working_Hours_Per_Week | Class_Of_Worker | Payment_Basis | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | 1 | 49 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 32 | 1 | 7 | 3 | 4 |
| 1 | 3 | 2 | 61 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 8 | 1 | 3 | 6 | 4 |
| 2 | 3 | 3 | 19 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 34 | 0 | 7 | 1 | 3 |
| 3 | 4 | 1 | 48 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 33 | 1 | 3 | 3 | 4 |
| 4 | 4 | 2 | 41 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 72 | 1 | 11 | 0 | 4 |
| 5 | 4 | 3 | 20 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 48 | 0 | 7 | 1 | 3 |
| 6 | 4 | 3 | 15 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 |
| 7 | 4 | 1 | 59 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 32 | 1 | 3 | 3 | 4 |
| 8 | 4 | 2 | 61 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 10 | 1 | 7 | 2 | 7 |
| 9 | 4 | 6 | 11 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 |
| Household_Size | Relationship | Age | Is_Rural | Is_Female | Is_Not_In_School | Is_Not_In_Techvoc | Is_Not_Working | Has_Not_Wanted_More_Hours | Has_Not_Looked_For_Work | Is_Not_First_Time | No_Other_Job | Has_Not_Looked_For_Work_Week | Education_Business | Education_Other | Education_Post-Secondary | Education_Primary | Education_STEM | Education_Secondary | Work48H_Other | Work48H_Passion | Work48H_Requirement | Work48H_Want | Employment_Status_NotInWorkForce | Employment_Status_Unemployed | NatureOfEmployment_Permanent | NatureOfEmployment_Short-Term | Hours_Work_Total | Marital_Status | Working_Hours_Per_Week | Class_Of_Worker | Payment_Basis | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 180842 | 4 | 3 | 27 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 |
| 180844 | 6 | 1 | 55 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 1 | 7 | 1 | 4 |
| 180846 | 6 | 3 | 30 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 |
| 180847 | 6 | 3 | 27 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 2 | 4 |
| 180848 | 6 | 3 | 25 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 45 | 0 | 7 | 2 | 4 |
| 180850 | 7 | 1 | 34 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 40 | 1 | 4 | 3 | 4 |
| 180851 | 7 | 2 | 32 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 1 | 3 | 3 | 4 |
| 180857 | 5 | 1 | 29 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 40 | 1 | 7 | 4 | 4 |
| 180858 | 5 | 2 | 29 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 48 | 1 | 7 | 1 | 4 |
| 180861 | 5 | 8 | 18 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 28 | 0 | 3 | 3 | 4 |
Duplicate rows
Most frequently occurring
| Household_Size | Relationship | Age | Is_Rural | Is_Female | Is_Not_In_School | Is_Not_In_Techvoc | Is_Not_Working | Has_Not_Wanted_More_Hours | Has_Not_Looked_For_Work | Is_Not_First_Time | No_Other_Job | Has_Not_Looked_For_Work_Week | Education_Business | Education_Other | Education_Post-Secondary | Education_Primary | Education_STEM | Education_Secondary | Work48H_Other | Work48H_Passion | Work48H_Requirement | Work48H_Want | Employment_Status_NotInWorkForce | Employment_Status_Unemployed | NatureOfEmployment_Permanent | NatureOfEmployment_Short-Term | Hours_Work_Total | Marital_Status | Working_Hours_Per_Week | Class_Of_Worker | Payment_Basis | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4021 | 5 | 3 | 10 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 | 11 |
| 5209 | 6 | 3 | 12 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 | 10 |
| 2729 | 4 | 3 | 11 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 | 8 |
| 2738 | 4 | 3 | 12 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 | 8 |
| 3797 | 5 | 2 | 40 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 48 | 1 | 7 | 1 | 4 | 8 |
| 4031 | 5 | 3 | 11 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 | 8 |
| 4034 | 5 | 3 | 11 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 | 8 |
| 4052 | 5 | 3 | 13 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 | 8 |
| 4058 | 5 | 3 | 13 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 | 8 |
| 5225 | 6 | 3 | 13 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 48 | 0 | 7 | 1 | 4 | 8 |